[nltk_data] Downloading package stopwords to /root/nltk_data... [nltk_data] Package stopwords is already up-to-date!
This document processes the outputs of the praise reward system and performs an analysis of the resulting token reward distribution.
Since praise gets valued on a scale, we can take a look at how often each value of the scale gets assigned by quantifiers. Note: This metric disregards scores of praise marked as a duplicate, since the score of the original is already being taken into account.
The ten highest rated contributions for this round were the following:
| Avg. score | To | Reason |
|---|---|---|
| 77.66666666666667 | cuidadopeligro#0 | For his dedication to being a great leader of the Reward Team, consistently bringing joy and passion to raising the Praise culture, and always looking for ways to be better together! |
| 70.66666666666667 | karmaticacid#0 | for being an effective PO and leading the QF implementetion efforts smooth and streamlined. I appreciate the openness to hear diverse design opinions but also providing her on design and usability suggestions. |
| 66.33333333333333 | thesmith#0333 | for coordinating the FOX/xDAI regenfarm extension on the shapeshift side - working on the proposal, getting feedback, getting it up and through advice process & voting, and supporting comms around the launch! |
| 55.0 | moenick#0 | for bringing in REVENUE through their services provided to General Magic last May 2023. Your ability to manage multiple projects and remain flexible is commendable! Giveth earned $6,627.33 just for this month alone. AMAZING! |
| 55.0 | moenick#0 | for so much thoughtful work on development resource planning for all projects within Giveth and GM - making spreadsheets w/ time %s and consulting all stakeholders so we are sure to give attention to the highest priority issues and stay on track w/ our goals week after week. |
| 55.0 | oyealmond#0 | for leading the amazing Giveth mural creation effort in CDMX! It is SO COOL to have a full wall dedicated to Giveth! I think this is a super cool way of getting our message out there |
| 55.0 | karmaticacid#0 | for initiating the Giveth QF fundraising call, taking all the meeting notes, and explaining how QF will look like in Giveth! |
| 52.333333333333336 | Amin#2164 | for catching inefficiency in QF backend and making practical suggestions on how to improve it. really appreciate you keeping an eye on this so the new features don't make problems in the future and keep the dApp light and smooht |
| 52.333333333333336 | _cherik#0 | for the (almost) super smooth launch of the regenfarms extension. we coordinated it super speedy, got everything in order and got it up within a week without much fuss. we are getting good at this! |
| 52.333333333333336 | moenick#0 | for baring high pressure and trying to streamline Giveth<>General Magic merge |
We can now take a look at the distribution of the received praise rewards. You can toggle the inclusion of the different sources by clicking on the legend.
We can also take a look at the amount of praise different users gave.
Now for something more fun: let's surface the top "praise flows" from the data. Thanks to @inventandchill for this awesome visualization! On one side we have the top 15 praise givers separately, on the other the top 25 receivers. The people outside the selection get aggregated into the "REST FROM" and "REST TO" categories.
Now let's take a closer look at the quantification process and the quantifiers:
To aid the revision process, we highlight disagreements between quantifiers.
This graphic visualizes controversial praise ratings by sorting them by the "spread" between the highest and lowest received score.
Please keep in mind that this is a visual aid. If there are several praise instances with similar spread and quant score, all but one end up "hidden" on the chart. For an exhaustive list, take a look at the exported file "praise_outliers.csv" .
Let's see how different quantifiers behaved by showing the range of praise scores they gave.
To interpret the box plot:
Bottom horizontal line of box plot is minimum value
First horizontal line of rectangle shape of box plot is First quartile or 25%
Second horizontal line of rectangle shape of box plot is Second quartile or 50% or median.
Third horizontal line of rectangle shape of box plot is third quartile or 75%
Top horizontal line of rectangle shape of box plot is maximum value.
Among 662 praises, 118 (17.82%) do not agree on duplication
Praise instances with disagreements in duplication are collected in 'results/duplication_examination.csv'. To compare, look at the last 4 columns: 'DUPLICATE MSG 1/2/3' and 'ORIGINAL MSG'.
Among 662 praises, 3 (0.45%) do not agree on dismissal
Praise instances with disagreements in dismissal are collected in'results/dismissal_disaggreed.csv'. You can further look into who dismissed and who did not.